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What are great LLMs I can run with 64GB ram, 6GB vram?
1
I want some good recommendations, I don’t want 7B models. I also don’t want inference that is too slow.
2024-03-13T16:25:11
https://www.reddit.com/r/LocalLLaMA/comments/1bdvoap/what_are_great_llms_i_can_run_with_64gb_ram_6gb/
Deluded-1b-gguf
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdvoap
false
null
t3_1bdvoap
/r/LocalLLaMA/comments/1bdvoap/what_are_great_llms_i_can_run_with_64gb_ram_6gb/
false
false
self
1
null
Train TinyLlama on your 8GB MacBook
33
Hi all! Just a supplementary post [to the one I put out yesterday](https://www.reddit.com/r/LocalLLaMA/comments/1bcvnd2/you_can_qlora_a_70b_on_a_mac_studio/) \- I released a beginner-friendly Jupyter Notebook for (Apple Silicon-equipped) Mac owners to fine-tune TinyLlama on their own machines. No coding experience requ...
2024-03-13T16:25:07
https://www.reddit.com/r/LocalLLaMA/comments/1bdvo8r/train_tinyllama_on_your_8gb_macbook/
mark-lord
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdvo8r
false
null
t3_1bdvo8r
/r/LocalLLaMA/comments/1bdvo8r/train_tinyllama_on_your_8gb_macbook/
false
false
self
33
{'enabled': False, 'images': [{'id': 'ZcU4hw32xiWK8m4FHGsJzQGLbOINBda2FArI5izUqwU', 'resolutions': [{'height': 41, 'url': 'https://external-preview.redd.it/6zcHViAVobYoE_jXnsI7i8C9hokQ9ZdAshGSx47Flhg.jpg?width=108&crop=smart&auto=webp&s=e5a7471cc7742275d38937971a5b5be563117d2f', 'width': 108}], 'source': {'height': 54,...
Help! I can't run LoneStriker/Nous-Hermes-2-Mixtral-8x7B-DPO-3.75bpw-h6-exl2 on RTX3090
3
Hi, thank you for your help in advance. Yesterday, I updated the Oobabooga webui and downloaded the Nous-Hermes-2-Mixtral-8x7B-DPO-3.75bpw-h6-exl2 from LoneStriker. After going through an earlier post ([https://www.reddit.com/r/LocalLLaMA/comments/1abtya7/best\_open\_source\_model\_for\_24\_gb\_vram/](https://www.red...
2024-03-13T16:12:07
https://www.reddit.com/r/LocalLLaMA/comments/1bdvcpz/help_i_cant_run/
Iory1998
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdvcpz
false
null
t3_1bdvcpz
/r/LocalLLaMA/comments/1bdvcpz/help_i_cant_run/
false
false
https://b.thumbs.redditm…KH5LwgUmExBs.jpg
3
null
How can I access the time information in the output with Python?
1
[removed]
2024-03-13T16:10:36
https://www.reddit.com/r/LocalLLaMA/comments/1bdvbfh/how_can_i_access_the_time_information_in_the/
No_Square2740
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdvbfh
false
null
t3_1bdvbfh
/r/LocalLLaMA/comments/1bdvbfh/how_can_i_access_the_time_information_in_the/
false
false
self
1
null
How can I access the time information in the output with Python?
1
[removed]
2024-03-13T15:59:07
https://www.reddit.com/r/LocalLLaMA/comments/1bdv116/how_can_i_access_the_time_information_in_the/
CommitteeHairy6435
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdv116
false
null
t3_1bdv116
/r/LocalLLaMA/comments/1bdv116/how_can_i_access_the_time_information_in_the/
false
false
self
1
null
AI still not good enough for 100% automation?
1
I have been having a need for applying AI to automate tasks at my work. The task is to help check incoming documents/emails/posts from various people sending to us whether these documents do not contain inappropriate content such as profanity, hateful keywords, and that they contain the proper 10-digit US phone number ...
2024-03-13T15:53:51
https://www.reddit.com/r/LocalLLaMA/comments/1bduwjy/ai_still_not_good_enough_for_100_automation/
CoolNameNoMeaning
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bduwjy
false
null
t3_1bduwjy
/r/LocalLLaMA/comments/1bduwjy/ai_still_not_good_enough_for_100_automation/
false
false
self
1
null
Self Hosting Ollama and Open Web UI to Securely (and Confidentially) Access AI
1
2024-03-13T15:53:07
https://thin.computer/index.php/2024/03/08/my-journey-self-hosting-ollama-and-open-web-ui-to-securely-and-confidentially-access-ai/
thethindev
thin.computer
1970-01-01T00:00:00
0
{}
1bduvwi
false
null
t3_1bduvwi
/r/LocalLLaMA/comments/1bduvwi/self_hosting_ollama_and_open_web_ui_to_securely/
false
false
default
1
null
cognitionlabs released Devin the first ai software engineer
1
Ok let's talk . How do you think is it going to effect the software engineers in both the good and bad ways.
2024-03-13T15:11:11
https://twitter.com/cognition_labs/status/1767548763134964000?t=cWUIUPUL4LQE0MYnxKf1hA&s=19
SuccessfulWolf2454
twitter.com
1970-01-01T00:00:00
0
{}
1bdtv36
false
{'oembed': {'author_name': 'Cognition', 'author_url': 'https://twitter.com/cognition_labs', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Today we&#39;re excited to introduce Devin, the first AI software engineer.<br><br>Devin is the new state-of-the-art on t...
t3_1bdtv36
/r/LocalLLaMA/comments/1bdtv36/cognitionlabs_released_devin_the_first_ai/
false
false
https://b.thumbs.redditm…R8mbvVgM4koE.jpg
1
{'enabled': False, 'images': [{'id': 'K06ekQRSkJaUC4sVkILuq1ndA3QpWEKyLDx20GzD7Wo', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/2aChCdrQIBVvlgkgEkpfRH--E9hBYt1sUS32UFsdyUo.jpg?width=108&crop=smart&auto=webp&s=ac7322fa4cf921e9eab9e907b0fdd2246cf75543', 'width': 108}], 'source': {'height': 78,...
Popular torrent trackers for model weights?
46
I know this is not a new topic for this sub. Many people have pointed out already the vulnerability inherent in relying on Hugging Face as the global repository for open model weights. It is a foreseeable risk that someday Hugging Face will be less open with respect to the model weights that they will host on their web...
2024-03-13T14:59:02
https://www.reddit.com/r/LocalLLaMA/comments/1bdtk1a/popular_torrent_trackers_for_model_weights/
sophosympatheia
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdtk1a
false
null
t3_1bdtk1a
/r/LocalLLaMA/comments/1bdtk1a/popular_torrent_trackers_for_model_weights/
false
false
self
46
null
Help Choosing a Model
1
[removed]
2024-03-13T14:58:51
https://www.reddit.com/r/LocalLLaMA/comments/1bdtjv8/help_choosing_a_model/
thenamelesspoet
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdtjv8
false
null
t3_1bdtjv8
/r/LocalLLaMA/comments/1bdtjv8/help_choosing_a_model/
false
false
self
1
null
Running a 65b model on the cheap
1
I do have a 16gb vram 3080ti laptop with 32gb ddr5 ram. Asus proart laptop. I've been experimenting with Mistral 7b and llama 13b can fit on the 16gb vram. For 65b models, the video card costs look prohibitive. Maybe a tinybox costing $15k could run it. Making a setup that can sorta run 65b to see the results, wha...
2024-03-13T14:56:20
https://www.reddit.com/r/LocalLLaMA/comments/1bdthp1/running_a_65b_model_on_the_cheap/
Accountant-Due
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdthp1
false
null
t3_1bdthp1
/r/LocalLLaMA/comments/1bdthp1/running_a_65b_model_on_the_cheap/
false
false
self
1
null
Best LLM for sales bot?
1
I'm looking for an LLM that I can use as sales bot. I'm currently using GPT 3.5 but the bot must follow a script and a prompt is not enough. I'm thinking using Mistral medium and doing fine-tuning but I would like to know if there is a smaller LLM that can useful for this purpose. There are several benchmarks but I d...
2024-03-13T14:51:54
https://www.reddit.com/r/LocalLLaMA/comments/1bdtdv8/best_llm_for_sales_bot/
frankh07
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdtdv8
false
null
t3_1bdtdv8
/r/LocalLLaMA/comments/1bdtdv8/best_llm_for_sales_bot/
false
false
self
1
null
What is the purpose of Ollama?
1
Admittedly new to the world of LLM's but I am having trouble understanding the purpose of Ollama. I understand it can run LLMs locally but can't you load and run inference on models using Python locally (LangChain, HuggingFace libraries, etc)? What exactly does Ollama give you over these? Thanks!
2024-03-13T14:40:28
https://www.reddit.com/r/LocalLLaMA/comments/1bdt4aj/what_is_the_purpose_of_ollama/
1_Strange_Bird
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdt4aj
false
null
t3_1bdt4aj
/r/LocalLLaMA/comments/1bdt4aj/what_is_the_purpose_of_ollama/
false
false
self
1
null
how do I add daily metrics to a model?
1
I'm up and runnign with both a local llama and google vertex. I just can't figure out how to do this: I have a metrics that adjust daily. I want a chat bot that can act on the daily metrics. for instance, "which client has the most \`clicks\` yesterday?" Is it possible with something like Google Vertex or Local ...
2024-03-13T14:39:27
https://www.reddit.com/r/LocalLLaMA/comments/1bdt3ft/how_do_i_add_daily_metrics_to_a_model/
barrel_of_noodles
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdt3ft
false
null
t3_1bdt3ft
/r/LocalLLaMA/comments/1bdt3ft/how_do_i_add_daily_metrics_to_a_model/
false
false
self
1
null
I just updated a desktop app to test LLMs
9
Hey, I just released an updated version of an OSS app that lets you run A/B tests and grid searches on Ollama models, this time with an option to list and download experiments: [https://github.com/dezoito/ollama-grid-search](https://github.com/dezoito/ollama-grid-search) In all seriousness, I think this is ver...
2024-03-13T14:29:56
https://www.reddit.com/r/LocalLLaMA/comments/1bdsvgn/i_just_updated_a_desktop_app_to_test_llms/
grudev
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdsvgn
false
null
t3_1bdsvgn
/r/LocalLLaMA/comments/1bdsvgn/i_just_updated_a_desktop_app_to_test_llms/
false
false
self
9
{'enabled': False, 'images': [{'id': 'szaejyW_JW1TfTkyiPd28LO786swaYIZUKc3wlJeCqg', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/CCHsr6zU_8biLuxHyPy93FiqogOAx14lk19FyYNp9xU.jpg?width=108&crop=smart&auto=webp&s=59db7c2cf0aeb43b394db195fcae801f7d47ec92', 'width': 108}, {'height': 108, 'url': 'h...
Can I squeeZe more out of my CPU on LM studio?
1
So, I am playing around with LM studio on my laptop. I am going to be traveling the next few weeks and am stuck using this for the interim. My laptop is garbage. 30gb of ram no video card. It says I have 2gb of vram. I am getting like 4-5 tokens per second. I guess my question is -> is there a way to make it hit ...
2024-03-13T14:05:12
https://www.reddit.com/r/LocalLLaMA/comments/1bdsa64/can_i_squeeze_more_out_of_my_cpu_on_lm_studio/
frescoj10
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdsa64
false
null
t3_1bdsa64
/r/LocalLLaMA/comments/1bdsa64/can_i_squeeze_more_out_of_my_cpu_on_lm_studio/
false
false
self
1
null
Making sense of 50+ Open-Source Options for Local LLM Inference
75
Hi /r/LocalLlama! I've learnt loads from this community about running open-weight LLMs locally, and I understand how overwhelming it can be to navigate this landscape of open-source LLM inference tools. That's why I've created the [awesome-local-llms](https://github.com/vince-lam/awesome-local-llms) GitHub repository ...
2024-03-13T13:35:57
https://www.reddit.com/r/LocalLLaMA/comments/1bdrmei/making_sense_of_50_opensource_options_for_local/
lethal_can_of_tuna
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdrmei
false
null
t3_1bdrmei
/r/LocalLLaMA/comments/1bdrmei/making_sense_of_50_opensource_options_for_local/
false
false
self
75
{'enabled': False, 'images': [{'id': 'zxbKNJTHJqD0031p-8h3XOFq5Wh5VyHbsA8fA9NJVOY', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/VSktTJHASNNUrscpw3oa5w8BkHVWdeP_H-bxKrUjeew.jpg?width=108&crop=smart&auto=webp&s=a1fe3e44e88902e3419069ba680718a0382457b4', 'width': 108}, {'height': 108, 'url': 'h...
LLaMA Nuts and Bolts: A holistic way of understanding how LLaMA and Large Language Models run
61
I'm so excited to announce that my LLaMA Nuts and Bolts open-source project developed using Go is now publicly out! You can find it on my Github repo: [https://github.com/adalkiran/llama-nuts-and-bolts](https://github.com/adalkiran/llama-nuts-and-bolts) A holistic way of understanding how LLaMA and its components run...
2024-03-13T13:35:41
https://www.reddit.com/r/LocalLLaMA/comments/1bdrm6c/llama_nuts_and_bolts_a_holistic_way_of/
adalkiran
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdrm6c
false
null
t3_1bdrm6c
/r/LocalLLaMA/comments/1bdrm6c/llama_nuts_and_bolts_a_holistic_way_of/
false
false
self
61
{'enabled': False, 'images': [{'id': 'SW7xH8YoanF212UkZnetfwlxTWqKw4Ccr7EmbduRpd0', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/8TxvJy50-lGooVjol3WbB6F8mgEaG00Wu5HzsVE26r8.jpg?width=108&crop=smart&auto=webp&s=f58f6af071216f400cbef4ffd6c909b168924f79', 'width': 108}, {'height': 108, 'url': 'h...
Best current non-NSFW-oriented 7B uncensored model between Dolphin, OpenHermes, OpenOrca and all the others
44
I am not particularly interested in NSFW content. What interests me most is obtaining answers without politically correct filters applied to them. I have personally tested the following models: * `openhermes-2.5-mistral-7b.Q8_0.gguf` \- warned me first, but then thoroughly answered my dodgy questions right away. no sp...
2024-03-13T13:28:14
https://www.reddit.com/r/LocalLLaMA/comments/1bdrg8i/best_current_nonnsfworiented_7b_uncensored_model/
phlame64
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdrg8i
false
null
t3_1bdrg8i
/r/LocalLLaMA/comments/1bdrg8i/best_current_nonnsfworiented_7b_uncensored_model/
false
false
nsfw
44
null
KoboldCpp now supports Vision via Multimodal Projectors (aka LLaVA), allowing it to perceive and react to images!
96
&#x200B; https://preview.redd.it/em93s1ycq3oc1.png?width=426&format=png&auto=webp&s=10a36eb403dceea9d68ef501d6470bf313426ee7 &#x200B; [https://github.com/LostRuins/koboldcpp/releases/tag/v1.61.1](https://github.com/LostRuins/koboldcpp/releases/tag/v1.61.1) &#x200B;
2024-03-13T13:17:04
https://www.reddit.com/r/LocalLLaMA/comments/1bdr7lf/koboldcpp_now_supports_vision_via_multimodal/
lolxdmainkaisemaanlu
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdr7lf
false
null
t3_1bdr7lf
/r/LocalLLaMA/comments/1bdr7lf/koboldcpp_now_supports_vision_via_multimodal/
false
false
https://b.thumbs.redditm…JBR7IdAnGpAA.jpg
96
{'enabled': False, 'images': [{'id': 'NBl-Cp_iJiUXEuTH0bce4ILYUtyrScx6OIcwPvOwOeU', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/1kfpPuYsf6ZOs9fYCbEv5KkzrMTeVyLCQ9EbrnlBhw4.jpg?width=108&crop=smart&auto=webp&s=862db5aa6b78189d3baa3934b6b8c411e4b8b462', 'width': 108}, {'height': 108, 'url': 'h...
RAG Pipeline to Select SQL Table for NL2SQL
4
I'm currently working on a way to generate a SQL query based on our schema that answers the user's question. Hence, the project is broken down into 2 parts: selection of which table to use and the NL2SQL component. Running this on local hardware so I cannot use models that are too big. My previous implementations cons...
2024-03-13T13:04:40
https://www.reddit.com/r/LocalLLaMA/comments/1bdqy5l/rag_pipeline_to_select_sql_table_for_nl2sql/
howtotrainyourllama
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdqy5l
false
null
t3_1bdqy5l
/r/LocalLLaMA/comments/1bdqy5l/rag_pipeline_to_select_sql_table_for_nl2sql/
false
false
self
4
{'enabled': False, 'images': [{'id': '_TH4zgvcdJN17-Mh10z7zLuvrI9rSd3fbBmW13Nvpas', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/u4GtXThWEMGzWoagCg5Jo5ecFt7aoRdDuzktEx7ysZE.jpg?width=108&crop=smart&auto=webp&s=2a1691a4b7bb6da0f40ebceb79ebb7d206ba466a', 'width': 108}, {'height': 116, 'url': 'h...
How to create a conversational style Al chatbot which uses Mixtral 8x7b in AWS Sagemaker
1
Hey guys, I am a little confused on how I can create a conversational style Al chatbot which uses Mixtral 8x7b in AWS Sagemaker. I understand when using Sagemaker, this would involve an endpoint URL which directly connects the LLM to say the front end Ul. Questions: 1. Because of this, how do I code my script so tha...
2024-03-13T12:57:30
https://www.reddit.com/r/LocalLLaMA/comments/1bdqso0/how_to_create_a_conversational_style_al_chatbot/
lc19-
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdqso0
false
null
t3_1bdqso0
/r/LocalLLaMA/comments/1bdqso0/how_to_create_a_conversational_style_al_chatbot/
false
false
self
1
null
WaifuOS - tfw you prompt for linux inside a model built for NSFW roleplay and it works. [Sillytavern, midnight-miqu] [Removed for copyright violation, AI generated character images and name removed]
1
2024-03-13T12:44:43
https://www.reddit.com/gallery/1bdqjxi
DocStrangeLoop
reddit.com
1970-01-01T00:00:00
0
{}
1bdqjxi
false
null
t3_1bdqjxi
/r/LocalLLaMA/comments/1bdqjxi/waifuos_tfw_you_prompt_for_linux_inside_a_model/
false
false
nsfw
1
null
WaifuOS - tfw you prompt for linux inside a model built for NSFW roleplay and it works. [Sillytavern, midnight-miqu] [Removed for copyright violation, character name changed and AI generated character images removed]
1
2024-03-13T12:41:29
https://www.reddit.com/gallery/1bdqhpj
DocStrangeLoop
reddit.com
1970-01-01T00:00:00
0
{}
1bdqhpj
false
null
t3_1bdqhpj
/r/LocalLLaMA/comments/1bdqhpj/waifuos_tfw_you_prompt_for_linux_inside_a_model/
false
false
nsfw
1
null
Using llama.cpp server with memory from previous prompts
1
Hello there! I've been trying llama.cpp in the last weeks with a codellama model to transform common language into a specific vocabulary for a DSL I'm using. The thing is that when using the llama.cpp locally and in interactive mode I can feed the model with the grammar that should be followed for that conversion (no...
2024-03-13T12:10:11
https://www.reddit.com/r/LocalLLaMA/comments/1bdpwgf/using_llamacpp_server_with_memory_from_previous/
Alternative-Object48
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdpwgf
false
null
t3_1bdpwgf
/r/LocalLLaMA/comments/1bdpwgf/using_llamacpp_server_with_memory_from_previous/
false
false
self
1
null
My Miqu Linux post was removed for "Copyright Violation" is Mistral lurking this sub? Either way that claim seems... dubious.
2
2024-03-13T12:09:08
https://i.redd.it/jz21crrce3oc1.png
DocStrangeLoop
i.redd.it
1970-01-01T00:00:00
0
{}
1bdpvqc
false
null
t3_1bdpvqc
/r/LocalLLaMA/comments/1bdpvqc/my_miqu_linux_post_was_removed_for_copyright/
false
false
https://b.thumbs.redditm…elYJwKYVT4bc.jpg
2
{'enabled': True, 'images': [{'id': 'fVSI58lWphzNLt8bYQFR246BloWK09QFPCPBMHlZeZw', 'resolutions': [{'height': 41, 'url': 'https://preview.redd.it/jz21crrce3oc1.png?width=108&crop=smart&auto=webp&s=e8fc86888a01985d1a860a28b1c8e650988da313', 'width': 108}, {'height': 83, 'url': 'https://preview.redd.it/jz21crrce3oc1.png?...
repeat_penalty scale/explanation
1
My intuitive take was that \`0\` would be the default/unimpacted sampling in llama.cpp server, but I guess \`1\` is more likely to be a neutral factor while 0 is something like maximally incentivize repeating. How does this work and what is a good mental model for the scale? The docs do seem to not make it more cle...
2024-03-13T12:03:05
https://www.reddit.com/r/LocalLLaMA/comments/1bdprs6/repeat_penalty_scaleexplanation/
uhuge
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdprs6
false
null
t3_1bdprs6
/r/LocalLLaMA/comments/1bdprs6/repeat_penalty_scaleexplanation/
false
false
self
1
null
Issue with Running toolboc/text-generation-webui:v1.5_r35.4.1 Container on NVIDIA Jetson AGX Xavier
1
Hello everyone! 👋 I'm reaching out for some help with running the toolboc/text-generation-webui:v1.5\_r35.4.1 Docker container on my NVIDIA Jetson AGX Xavier device. Despite successfully setting up Docker and verifying it works with the hello-world image, I'm encountering issues when trying to run this speci...
2024-03-13T12:00:45
https://www.reddit.com/r/LocalLLaMA/comments/1bdppyr/issue_with_running_toolboctextgenerationwebuiv15/
iamnotdeadnuts
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdppyr
false
null
t3_1bdppyr
/r/LocalLLaMA/comments/1bdppyr/issue_with_running_toolboctextgenerationwebuiv15/
false
false
self
1
null
Uncensored models are still heavily censored!
1
[removed]
2024-03-13T11:51:03
https://www.reddit.com/r/LocalLLaMA/comments/1bdpjnc/uncensored_models_are_still_heavily_censored/
redstar6486
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdpjnc
false
null
t3_1bdpjnc
/r/LocalLLaMA/comments/1bdpjnc/uncensored_models_are_still_heavily_censored/
false
false
self
1
null
Is there a way to do continous finetuning of Llama 2 using 1 example at a time or accumulate losses of many examples and then do the update?
2
I want to finetune the Llama 2 7b model on the examples it gets wrong, in a continous way. I was thinking of doing the model weight updates it one example at a time or accumulating the gradients over many examples. Is this possible? Has anyone tried this?
2024-03-13T11:36:09
https://www.reddit.com/r/LocalLLaMA/comments/1bdpa9m/is_there_a_way_to_do_continous_finetuning_of/
icelebratefestivus
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdpa9m
false
null
t3_1bdpa9m
/r/LocalLLaMA/comments/1bdpa9m/is_there_a_way_to_do_continous_finetuning_of/
false
false
self
2
null
Will 125GB RAM be worth it?
1
[removed]
2024-03-13T11:20:16
https://www.reddit.com/r/LocalLLaMA/comments/1bdp0bg/will_125gb_ram_be_worth_it/
endgamer42
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdp0bg
false
null
t3_1bdp0bg
/r/LocalLLaMA/comments/1bdp0bg/will_125gb_ram_be_worth_it/
false
false
self
1
null
French startup Mistral AI vows to maintain open source coding
372
*"The goal is not to abandon open source,"* Mistral AI's head of public affairs, Audrey Herblin-Stoop said. "*This technology is revolutionary and we have to be transparent – we must enable people to look under the hood and it's open source that allows this."* It was yesterday during an event organized by Microsoft ...
2024-03-13T11:19:48
https://www.reddit.com/r/LocalLLaMA/comments/1bdp00q/french_startup_mistral_ai_vows_to_maintain_open/
Nunki08
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdp00q
false
null
t3_1bdp00q
/r/LocalLLaMA/comments/1bdp00q/french_startup_mistral_ai_vows_to_maintain_open/
false
false
self
372
{'enabled': False, 'images': [{'id': 'bNqVvrsXqiQ-qteE2fBkPGWfHso4toBjxiSWvqsNFr4', 'resolutions': [{'height': 72, 'url': 'https://external-preview.redd.it/y4EF2mhxvHxdXq0C2hkBMm9ojj7bwaaBI1TwBTWp3ss.jpg?width=108&crop=smart&auto=webp&s=2de488a86010ac660e29e4212bb8f8f36708cbbb', 'width': 108}, {'height': 144, 'url': 'h...
MoAI: Mixture of All Intelligence for Large Language and Vision Models
61
Paper: [https://arxiv.org/abs/2403.07508](https://arxiv.org/abs/2403.07508) Code: [https://github.com/ByungKwanLee/MoAI](https://github.com/ByungKwanLee/MoAI) Abstract: >The rise of large language models (LLMs) and instruction tuning has led to the current trend of instruction-tuned large language and vision models ...
2024-03-13T11:04:15
https://www.reddit.com/r/LocalLLaMA/comments/1bdoqli/moai_mixture_of_all_intelligence_for_large/
llamaShill
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdoqli
false
null
t3_1bdoqli
/r/LocalLLaMA/comments/1bdoqli/moai_mixture_of_all_intelligence_for_large/
false
false
https://b.thumbs.redditm…nbpFPMZFVfgc.jpg
61
null
Mixture of All Intelligence: a new LLVM that demonstrates significant enhancements in zero-shot vision language tasks
1
https://preview.redd.it/…0df61218ecf3ed72
2024-03-13T10:10:31
https://www.reddit.com/r/LocalLLaMA/comments/1bdnvrf/mixture_of_all_intelligence_a_new_llvm_that/
llamaShill
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdnvrf
false
null
t3_1bdnvrf
/r/LocalLLaMA/comments/1bdnvrf/mixture_of_all_intelligence_a_new_llvm_that/
false
false
https://b.thumbs.redditm…Y_YcTQ4-QlzQ.jpg
1
null
Qwen 7B hallucinating when fed with ChatGPT Web Browser system prompt
1
&#x200B; [asked the LLM to search the web about the korea doctor saga recently and the LLM gives fake URLs and information when it doesn't have the ability to to search the web lmao](https://preview.redd.it/f0ppif86n2oc1.png?width=1210&format=png&auto=webp&s=c9a80c018c5f6093565ae14b3e9ec149c8cb4457)
2024-03-13T09:43:00
https://www.reddit.com/r/LocalLLaMA/comments/1bdnfn1/qwen_7b_hallucinating_when_fed_with_chatgpt_web/
FkingPoorDude
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdnfn1
false
null
t3_1bdnfn1
/r/LocalLLaMA/comments/1bdnfn1/qwen_7b_hallucinating_when_fed_with_chatgpt_web/
false
false
https://b.thumbs.redditm…e8J9GuyrvBHs.jpg
1
null
Is there any way to finetune Llama 2 7b or mistral on a dynamic dataset?
1
I want to finetune Llama 2 on the examples it gets wrong using a continous update. Can this be done? Either one example at a time or accumulate gradients of many incorrect examples?
2024-03-13T09:24:42
https://www.reddit.com/r/LocalLLaMA/comments/1bdn5nr/is_there_any_way_to_finetune_llama_2_7b_or/
icelebratefestivus
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdn5nr
false
null
t3_1bdn5nr
/r/LocalLLaMA/comments/1bdn5nr/is_there_any_way_to_finetune_llama_2_7b_or/
false
false
self
1
null
Fine-Tuning a LLM for better text extraction and formatted output?
6
I'm trying to build a framework that extracts the specific specifications (eg: colors, model, etc) from a construction material datasheets (pdf) and outputs as a csv format, which is then linked to gsheets so that the output is automatically updated in my sheets. Right now, I am using Gemini Pro with a simple prompt...
2024-03-13T09:16:41
https://www.reddit.com/r/LocalLLaMA/comments/1bdn1hw/finetuning_a_llm_for_better_text_extraction_and/
Different_Star9899
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdn1hw
false
null
t3_1bdn1hw
/r/LocalLLaMA/comments/1bdn1hw/finetuning_a_llm_for_better_text_extraction_and/
false
false
self
6
null
Help an amateur understand security features
1
So I've been toying around with a HuggingFace Inference API to a LLaMa 2-13B model and I like the output, however when it comes to a potential commercial deployment, I have to be reasonably certain that confidential data stays confidential and that a sufficient level of security exists. I've read that HF does not stor...
2024-03-13T08:10:21
https://www.reddit.com/r/LocalLLaMA/comments/1bdm49f/help_an_amateur_understand_security_features/
RDA92
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdm49f
false
null
t3_1bdm49f
/r/LocalLLaMA/comments/1bdm49f/help_an_amateur_understand_security_features/
false
false
self
1
null
Tensor parallel in Aphrodite v0.5.0 is amazing
37
[Aphrodite-engine](https://github.com/PygmalionAI/aphrodite-engine) v0.5.0 brings [many new features](https://www.reddit.com/r/LocalLLaMA/comments/1bcby23/aphrodite_released_v050_with_exl2_and_much_more/), among them is GGUF support. I find the [tensor parallel](https://huggingface.co/docs/text-generation-inference/en/...
2024-03-13T07:44:35
https://www.reddit.com/r/LocalLLaMA/comments/1bdlrah/tensor_parallel_in_aphrodite_v050_is_amazing/
sgsdxzy
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdlrah
false
null
t3_1bdlrah
/r/LocalLLaMA/comments/1bdlrah/tensor_parallel_in_aphrodite_v050_is_amazing/
false
false
self
37
{'enabled': False, 'images': [{'id': '_MeEjKe_RKERSIgT3lXePl1p6JPYW-BkYBFRVewxA2g', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/qMCxxv38Z_EDrqyAo2dvgZUtH6MqfHhQJPkjQkzFIaw.jpg?width=108&crop=smart&auto=webp&s=8161c93ce0abd3f67d587a44e5649d6cc4c83201', 'width': 108}, {'height': 108, 'url': 'h...
How to block tokens from being chosen by an llm?
1
For instance, I may want to get only "Yes" or "No" (whichever has the higher likelihood). Is there an easy way to do this? I see there is a "logits\_processor" in some implementations like llama.cpp, but I couldn't find a lot of documentation or examples on it so I'm not sure if that's what I'm looking for. Any idea...
2024-03-13T06:42:19
https://www.reddit.com/r/LocalLLaMA/comments/1bdkv7r/how_to_block_tokens_from_being_chosen_by_an_llm/
crischu
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdkv7r
false
null
t3_1bdkv7r
/r/LocalLLaMA/comments/1bdkv7r/how_to_block_tokens_from_being_chosen_by_an_llm/
false
false
self
1
null
TIME article pushing from more AI regulation, Concerning news for the future of Local LLaMas
1
2024-03-13T06:30:48
https://i.redd.it/8o7cqucep1oc1.png
Unreal_777
i.redd.it
1970-01-01T00:00:00
0
{}
1bdkoxd
false
null
t3_1bdkoxd
/r/LocalLLaMA/comments/1bdkoxd/time_article_pushing_from_more_ai_regulation/
false
false
https://b.thumbs.redditm…EHJU2Vxc5aiM.jpg
1
{'enabled': True, 'images': [{'id': 'ShT7PFO-xfOPo1CTQegeNRuIY51K77hgAMtpCqTT1x4', 'resolutions': [{'height': 59, 'url': 'https://preview.redd.it/8o7cqucep1oc1.png?width=108&crop=smart&auto=webp&s=fd2f4f21b71375d4366b84291b2a0cc3233867a4', 'width': 108}, {'height': 119, 'url': 'https://preview.redd.it/8o7cqucep1oc1.png...
Open-source Tools for Simplifying Codebase Documentation with Pip-Parser library and Pip-Code-to-Doc-1.3b model
12
Recently, I explored these tools that can be used to prepare an entire Python library/codebase for Language Model (LLM) systems. Additionally, the tools are released under the permissive MIT license. 📦 [pip-parser](https://github.com/PipableAI/pip-library-parser): A Python library designed to walk through your entire...
2024-03-13T06:24:16
https://www.reddit.com/r/LocalLLaMA/comments/1bdklbv/opensource_tools_for_simplifying_codebase/
Swimming-Trainer-866
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdklbv
false
null
t3_1bdklbv
/r/LocalLLaMA/comments/1bdklbv/opensource_tools_for_simplifying_codebase/
false
false
self
12
{'enabled': False, 'images': [{'id': 'FsV_3ezwVeUSBJ8sOMF2IL2We182p7zmgsznEt29gv4', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/Ts_00JdpIIDGuMeSnLI6zC3ZwEST3ZeKNKPVLr2ZoSI.jpg?width=108&crop=smart&auto=webp&s=8200ad1952e03a3624f175c7367ee1e7fd721f1b', 'width': 108}, {'height': 108, 'url': 'h...
What about continued pretraining for domain adaptation?
1
Is someone currently doing it?
2024-03-13T06:13:11
https://www.reddit.com/r/LocalLLaMA/comments/1bdkf97/what_about_continued_pretraining_for_domain/
solanotodesch
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdkf97
false
null
t3_1bdkf97
/r/LocalLLaMA/comments/1bdkf97/what_about_continued_pretraining_for_domain/
false
false
self
1
null
Aether Research releases Cerebrum 7b!
173
Our team has released [Cerebrum 7b](https://huggingface.co/AetherResearch/Cerebrum-1.0-7b) today - a Mistral-based native chain of thought model that is trained with targeted RLHF (tRLHF), a novel technique for sample efficient alignment. As opposed to many other finetunes, we did not go for training on large datasets...
2024-03-13T06:05:42
https://www.reddit.com/r/LocalLLaMA/comments/1bdkb3q/aether_research_releases_cerebrum_7b/
aetherresearch
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdkb3q
false
null
t3_1bdkb3q
/r/LocalLLaMA/comments/1bdkb3q/aether_research_releases_cerebrum_7b/
false
false
https://b.thumbs.redditm…gLgQBU13wFtI.jpg
173
{'enabled': False, 'images': [{'id': 'vgdFXgu2qHklJ93MZdDPIRitp8e31WHBaVNizVuDqrY', 'resolutions': [{'height': 58, 'url': 'https://external-preview.redd.it/LIDUlO9gjVryIIhctzDsDImLUQvdFrlCG021gjRF5Hs.jpg?width=108&crop=smart&auto=webp&s=78b9a8bbd11a9ce73e279bcaa9399ad99efa8f6b', 'width': 108}, {'height': 116, 'url': 'h...
GaLore, a training strategy that allows full weight fine-tuning of 7B models on 24GB consumer cards will be added to Transformers
247
2024-03-13T05:54:55
https://github.com/huggingface/transformers/pull/29588
kristaller486
github.com
1970-01-01T00:00:00
0
{}
1bdk4z1
false
null
t3_1bdk4z1
/r/LocalLLaMA/comments/1bdk4z1/galore_a_training_strategy_that_allows_full/
false
false
https://b.thumbs.redditm…g-1MSeBdDRsU.jpg
247
{'enabled': False, 'images': [{'id': 'ALPY3wTKOLFooi59wwoofwNYUkQvGAcmgXQ7qa-ggDQ', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/1YK60-zj6cxDpb16YL78IBRnMiySLwpjYbtBG7ZummQ.jpg?width=108&crop=smart&auto=webp&s=5ba8f17d4e161a1efd027cd919fc0881fccfa179', 'width': 108}, {'height': 108, 'url': 'h...
How to ask follow up questions in VS Code
4
I'm using deepseek-coder-1.3b-instruct chat inference code in my local system in VS Code (I know how to use that functionality in LM Studio, but I want to know in VS Code) `from transformers import AutoTokenizer, AutoModelForCausalLM` `tokenizer = AutoTokenizer.from_pretrained("deepseek-ai/deepseek-coder-1.3b-inst...
2024-03-13T05:12:40
https://www.reddit.com/r/LocalLLaMA/comments/1bdjgik/how_to_ask_follow_up_questions_in_vs_code/
TableauforViz
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdjgik
false
null
t3_1bdjgik
/r/LocalLLaMA/comments/1bdjgik/how_to_ask_follow_up_questions_in_vs_code/
false
false
self
4
null
Guidance for agents
2
I am looking to get into building agents to do some work. I had two primary questions. First off, what is advantages of the different options like autogenstudio, langgraph, task weaver, and so on? I am ok with a learning curve if I can find good tutorials and guidance, I am comfortable with Python & JS. I played ar...
2024-03-13T04:56:50
https://www.reddit.com/r/LocalLLaMA/comments/1bdj697/guidance_for_agents/
maximililon
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdj697
false
null
t3_1bdj697
/r/LocalLLaMA/comments/1bdj697/guidance_for_agents/
false
false
self
2
null
We built a perplexity competitor - Ares
1
[removed]
2024-03-13T04:37:42
https://www.reddit.com/r/LocalLLaMA/comments/1bdiu24/we_built_a_perplexity_competitor_ares/
traversaal-ai
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdiu24
false
null
t3_1bdiu24
/r/LocalLLaMA/comments/1bdiu24/we_built_a_perplexity_competitor_ares/
false
false
self
1
null
Do I need more VRAM or RAM for a higher context?
2
My current build is 3060 12GB, 16GB RAM, Ryzen 5 1600 It handles Kunoichi 7B, 8k context pretty well. Will buying 64GB RAM help me run 16k context? Must I buy an expensive GPU with more VRAM?
2024-03-13T04:32:40
https://www.reddit.com/r/LocalLLaMA/comments/1bdiqnh/do_i_need_more_vram_or_ram_for_a_higher_context/
shamimurrahman19
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdiqnh
false
null
t3_1bdiqnh
/r/LocalLLaMA/comments/1bdiqnh/do_i_need_more_vram_or_ram_for_a_higher_context/
false
false
self
2
null
SEQUOIA: Serving exact Llama2-70B on an RTX4090 with half-second per token latency
55
2024-03-13T04:10:39
https://infini-ai-lab.github.io/Sequoia-Page/
hold_my_fish
infini-ai-lab.github.io
1970-01-01T00:00:00
0
{}
1bdibdc
false
null
t3_1bdibdc
/r/LocalLLaMA/comments/1bdibdc/sequoia_serving_exact_llama270b_on_an_rtx4090/
false
false
default
55
null
Recommendations for non-roleplay models for Discord
1
[removed]
2024-03-13T03:43:52
https://www.reddit.com/r/LocalLLaMA/comments/1bdhry5/recommendations_for_nonroleplay_models_for_discord/
NotTheTitanic
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdhry5
false
null
t3_1bdhry5
/r/LocalLLaMA/comments/1bdhry5/recommendations_for_nonroleplay_models_for_discord/
false
false
self
1
null
I integrated Groq’s Mixtral into my code assistant plugin
1
[removed]
2024-03-13T03:41:42
https://v.redd.it/g5yb7q8vv0oc1
ChatWindow
v.redd.it
1970-01-01T00:00:00
0
{}
1bdhqb4
false
{'reddit_video': {'bitrate_kbps': 2400, 'dash_url': 'https://v.redd.it/g5yb7q8vv0oc1/DASHPlaylist.mpd?a=1712893318%2CZTJkNjkyZDdlMmM4M2YzYjFkZmE2NjljMzg5MDM3MWQ1NjdkYTMyM2Y2ZTA2NjNlMWFlNzljYjJlZGYyMGNiYw%3D%3D&v=1&f=sd', 'duration': 13, 'fallback_url': 'https://v.redd.it/g5yb7q8vv0oc1/DASH_720.mp4?source=fallback', 'ha...
t3_1bdhqb4
/r/LocalLLaMA/comments/1bdhqb4/i_integrated_groqs_mixtral_into_my_code_assistant/
false
false
https://external-preview…db5b4a74ace9bd13
1
{'enabled': False, 'images': [{'id': 'bDdtOWw3N3Z2MG9jMTmDdpmAr1fbGGzknvAX3b9WdheuNxkcder4L5ZQak59', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/bDdtOWw3N3Z2MG9jMTmDdpmAr1fbGGzknvAX3b9WdheuNxkcder4L5ZQak59.png?width=108&crop=smart&format=pjpg&auto=webp&s=a1a142d70c4e0d1123c6735e3f4adc5045624...
Regarding Devin's SWE-bench performance
2
Can anyone more informed explain how the SWE-bench comparison holds up? I'm very unfamiliar with benchmarks and any of their constraints/standards. If Devin is not purely an LLM - given its RAG, web, execution + multi-step iteration capabilities - is it reasonable to compare their results to those of other models? Are...
2024-03-13T02:54:26
https://www.reddit.com/r/LocalLLaMA/comments/1bdgqpn/regarding_devins_swebench_performance/
EmbarrassedBiscotti9
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdgqpn
false
null
t3_1bdgqpn
/r/LocalLLaMA/comments/1bdgqpn/regarding_devins_swebench_performance/
false
false
self
2
null
Jailbreaked Claude 3 opus
1
2024-03-13T02:42:04
https://i.redd.it/ft0i1n48l0oc1.jpeg
SideMurky8087
i.redd.it
1970-01-01T00:00:00
0
{}
1bdgh9o
false
null
t3_1bdgh9o
/r/LocalLLaMA/comments/1bdgh9o/jailbreaked_claude_3_opus/
false
false
https://b.thumbs.redditm…nEgumfPZfwcA.jpg
1
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Tuning using multiple 3090's on PCIe 3.0 vs 4.0
3
Simple enough question that I can't find an answer for. I have 2x3090's on an X99 platform with an NVLink bridge. The best I can do is 16x 16x 8x if I go to 3 cards. How disappointed will I be? Would it be worth going to a platform that can provide 16x 16x PCIe 4.0 slots with just two cards?
2024-03-13T02:41:21
https://www.reddit.com/r/LocalLLaMA/comments/1bdggpt/tuning_using_multiple_3090s_on_pcie_30_vs_40/
Smeetilus
self.LocalLLaMA
1970-01-01T00:00:00
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{}
1bdggpt
false
null
t3_1bdggpt
/r/LocalLLaMA/comments/1bdggpt/tuning_using_multiple_3090s_on_pcie_30_vs_40/
false
false
self
3
null
Any models that do well with legal reasoning?
1
Ideally it will have been trained on a corpus of legal texts. There was a similar post a while ago and many people commented about the high profile stories of lawyers blindly using ChatGPT to generate motions, with comically predictable results: citations to hallucinated cases. I’m not looking to do that. Rather, to w...
2024-03-13T00:37:01
https://www.reddit.com/r/LocalLLaMA/comments/1bddqi7/any_models_that_do_well_with_legal_reasoning/
Hinged31
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bddqi7
false
null
t3_1bddqi7
/r/LocalLLaMA/comments/1bddqi7/any_models_that_do_well_with_legal_reasoning/
false
false
self
1
null
Neurallambda: Reasoning Computers. Lambda Calculus, Fully Differentiable. Also Neural Stacks, Queues, Arrays, Lists, Trees, and Latches.
49
2024-03-13T00:07:33
https://github.com/neurallambda/neurallambda
NeuralLambda
github.com
1970-01-01T00:00:00
0
{}
1bdd2ck
false
null
t3_1bdd2ck
/r/LocalLLaMA/comments/1bdd2ck/neurallambda_reasoning_computers_lambda_calculus/
false
false
https://b.thumbs.redditm…nKjgO0EJB42s.jpg
49
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is it hard to get aggressive/argumentative AI assistant? Loyal-Macaroni-Maid-7B-GGUF
1
I am using the model Loyal-Macaroni-Maid-7B-GGUF and voxta ai. Does the model effect the aggressiveness of the character or is it some settings? I tried to add "rude" "aggressive" "vulgar" "argumentative", yet it is still quite soft and non argumentative, any tips?
2024-03-13T00:00:54
https://www.reddit.com/r/LocalLLaMA/comments/1bdcwf6/is_it_hard_to_get_aggressiveargumentative_ai/
tsomaranai
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdcwf6
false
null
t3_1bdcwf6
/r/LocalLLaMA/comments/1bdcwf6/is_it_hard_to_get_aggressiveargumentative_ai/
false
false
self
1
null
Any reason why we haven’t seen mainstream task specific ai agents?
46
It seems like 100s of a startups have been working on Ai agents. We still don’t see any apps that consumers are using on the daily. Are there any reasons for this? What are sone problems surrounding building task specific ai agents?
2024-03-12T23:56:16
https://www.reddit.com/r/LocalLLaMA/comments/1bdcsh7/any_reason_why_we_havent_seen_mainstream_task/
shafinlearns2jam
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdcsh7
false
null
t3_1bdcsh7
/r/LocalLLaMA/comments/1bdcsh7/any_reason_why_we_havent_seen_mainstream_task/
false
false
self
46
null
Hello everyone, other than this sub where do you get the latest news/info in LLM or generative AI?
1
[removed]
2024-03-12T23:16:54
https://www.reddit.com/r/LocalLLaMA/comments/1bdbv3u/hello_everyone_other_than_this_sub_where_do_you/
hedgehog0
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdbv3u
false
null
t3_1bdbv3u
/r/LocalLLaMA/comments/1bdbv3u/hello_everyone_other_than_this_sub_where_do_you/
false
false
self
1
null
M2 96gb or M3 Max 48Gb
1
I'm going to buy a MacBook. Need to choose between those two macs 1) M2Max 96Gb 4Tb 2) M3Max 48Gb 1Tb 16-core CPU, 40-core GPU What is better for working in the LLM/ML field? I can get both refurbished and M3 is significantly cheaper (almost 1000$). I'm ok with 1Tb of SSD but M2 has much more RAM. I need a wor...
2024-03-12T23:14:43
https://www.reddit.com/r/LocalLLaMA/comments/1bdbt4g/m2_96gb_or_m3_max_48gb/
AdditionalAnteater67
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdbt4g
false
null
t3_1bdbt4g
/r/LocalLLaMA/comments/1bdbt4g/m2_96gb_or_m3_max_48gb/
false
false
self
1
null
Mistral 7B vs Mixtral 8x7B quantized?
19
What should I prefer? I am looking for it to do summarization and likely going to finetune it. I can’t find a lot of analysis on mistral vs mixtral quantized so checking here to see if anyone has any ideas
2024-03-12T23:13:38
https://www.reddit.com/r/LocalLLaMA/comments/1bdbs66/mistral_7b_vs_mixtral_8x7b_quantized/
Tough_Palpitation331
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdbs66
false
null
t3_1bdbs66
/r/LocalLLaMA/comments/1bdbs66/mistral_7b_vs_mixtral_8x7b_quantized/
false
false
self
19
null
Matrix multiplication advancement could lead to faster, more efficient AI models
1
New matrix multiplication method "seeks theoretical enhancements by aiming to lower the complexity exponent, ω, for a broad efficiency gain across all sizes of matrices. Instead of finding immediate, practical solutions like AlphaTensor, the new technique addresses foundational improvements that could transform the eff...
2024-03-12T22:17:06
https://www.reddit.com/r/LocalLLaMA/comments/1bdaedn/matrix_multiplication_advancement_could_lead_to/
Time_Reputation3573
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bdaedn
false
null
t3_1bdaedn
/r/LocalLLaMA/comments/1bdaedn/matrix_multiplication_advancement_could_lead_to/
false
false
self
1
{'enabled': False, 'images': [{'id': 'xZBnHPM-UVk6487y0tdtOAgE8Oio8Q1UbuZ4V-E2tig', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/b0aVbHlFbxS8-UYFl4f1-u__5Q4AfpIiAmm-sxFXi4w.jpg?width=108&crop=smart&auto=webp&s=54ef016835c866b2a7c7ed77c8a2b4be8cd3a070', 'width': 108}, {'height': 108, 'url': 'h...
Matrix multiplication optimization
1
[deleted]
2024-03-12T22:15:45
https://arstechnica.com/information-technology/2024/03/matrix-multiplication-breakthrough-could-lead-to-faster-more-efficient-ai-models/
Time_Reputation3573
arstechnica.com
1970-01-01T00:00:00
0
{}
1bdad6q
false
null
t3_1bdad6q
/r/LocalLLaMA/comments/1bdad6q/matrix_multiplication_optimization/
false
false
https://b.thumbs.redditm…bi5pPtb2nVtY.jpg
1
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What happened to "TheBloke"?
1
[removed]
2024-03-12T21:54:25
https://www.reddit.com/r/LocalLLaMA/comments/1bd9tmi/what_happened_to_thebloke/
DominicanGreg
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bd9tmi
false
null
t3_1bd9tmi
/r/LocalLLaMA/comments/1bd9tmi/what_happened_to_thebloke/
false
false
self
1
null
CognitionAI Presents: Derek, a Virtual Software Engineer
1
2024-03-12T21:44:58
https://i.redd.it/77fppv384znc1.jpeg
mystonedalt
i.redd.it
1970-01-01T00:00:00
0
{}
1bd9kxs
false
null
t3_1bd9kxs
/r/LocalLLaMA/comments/1bd9kxs/cognitionai_presents_derek_a_virtual_software/
false
false
https://b.thumbs.redditm…MqxqCxF1U3yU.jpg
1
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LLM Hallucination Detection for Real-World RAG
1
[removed]
2024-03-12T21:44:55
https://www.reddit.com/r/LocalLLaMA/comments/1bd9kvy/llm_hallucination_detection_for_realworld_rag/
InevitableSky2801
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bd9kvy
false
null
t3_1bd9kvy
/r/LocalLLaMA/comments/1bd9kvy/llm_hallucination_detection_for_realworld_rag/
false
false
self
1
null
Are the any good LLMs trained on GODOT 4?
12
I'm trying to improve at GDScript, the coding language used in Godot. After some testing on Chat GPT-4 and Claude-3 Opus, I've found that both struggle with recognizing GDScript: Both can recognize the code, but a lot of the basic outputs I'm getting are out-of-date (even when GODOT 4.2+ is specified in the prompt). I ...
2024-03-12T21:35:11
https://www.reddit.com/r/LocalLLaMA/comments/1bd9c0s/are_the_any_good_llms_trained_on_godot_4/
2wig
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bd9c0s
false
null
t3_1bd9c0s
/r/LocalLLaMA/comments/1bd9c0s/are_the_any_good_llms_trained_on_godot_4/
false
false
self
12
null
Ingesting and reading complex PDFs at scale
1
Hi Reddit, I recently came across this sub whilst researching my best local LLM options, during which time one user recommended [Private GPT](https://docs.privategpt.dev/overview/welcome/introduction) \- this looks great at a glance considering it has full ingestion options. However, I wanted to expand on my use case...
2024-03-12T21:28:47
https://www.reddit.com/r/LocalLLaMA/comments/1bd95yh/ingesting_and_reading_complex_pdfs_at_scale/
Swings_IO
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bd95yh
false
null
t3_1bd95yh
/r/LocalLLaMA/comments/1bd95yh/ingesting_and_reading_complex_pdfs_at_scale/
false
false
self
1
null
BEFORE IT'S TOO LATE, All Elon Musk and Zuckerberg haters wake up and UNITE AGAINST (Sam Altman) and people who want to restrict AI. Read before downvoting
1
Sam altman is clearly helping in the limitation of people access to free weight which they consider as a threat to their business and to OPEN Artificial Intelligence models in general by: \- Lobbying for more regulations towards GPU access (preventing others from making models similar to ChatGPT) \- Brandishing the t...
2024-03-12T21:23:13
https://www.reddit.com/r/LocalLLaMA/comments/1bd90t1/before_its_too_late_all_elon_musk_and_zuckerberg/
Flutter_ExoPlanet
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bd90t1
false
null
t3_1bd90t1
/r/LocalLLaMA/comments/1bd90t1/before_its_too_late_all_elon_musk_and_zuckerberg/
false
false
https://b.thumbs.redditm…7Ec9dsSc95Ak.jpg
1
null
TextGen webui - PDF upload
1
Hi all, I'm new to this. I've been using Textgen Web ui interface for running modals on mac. I wanted to add a PDF upload tab, just like File input in the Superbooga extension. Any way to do this in the gradio app? Because UTF-8 encode/decode is not working on pdf files.
2024-03-12T21:21:57
https://www.reddit.com/r/LocalLLaMA/comments/1bd8zo1/textgen_webui_pdf_upload/
pallavi2000
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bd8zo1
false
null
t3_1bd8zo1
/r/LocalLLaMA/comments/1bd8zo1/textgen_webui_pdf_upload/
false
false
default
1
null
M1 64GB vs 4090
1
I have a MBP 16 M1 with 64Gb of ram. I also am about to build a gaming PC with a 4090. I’m aware that the 4090 is the best consumer GPU for AI right now, but I also know the M1 Max with high ram can do well too. My question is this. Which one would perform “better”? I want to pick one or the other as my AI machine, an...
2024-03-12T20:55:59
https://www.reddit.com/r/LocalLLaMA/comments/1bd8bpb/m1_64gb_vs_4090/
InfluentialPoster
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bd8bpb
false
null
t3_1bd8bpb
/r/LocalLLaMA/comments/1bd8bpb/m1_64gb_vs_4090/
false
false
default
1
null
Gemini Advanced Identity Crisis
6
Thinks it is ChatGPT...
2024-03-12T20:53:35
https://www.reddit.com/r/LocalLLaMA/comments/1bd89j3/gemini_advanced_identity_crisis/
puffyarizona
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bd89j3
false
null
t3_1bd89j3
/r/LocalLLaMA/comments/1bd89j3/gemini_advanced_identity_crisis/
false
false
self
6
null
Aether Research releases Cerebrum 7b!
1
[removed]
2024-03-12T20:46:16
https://www.reddit.com/r/LocalLLaMA/comments/1bd82wz/aether_research_releases_cerebrum_7b/
aetherresearch
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bd82wz
false
null
t3_1bd82wz
/r/LocalLLaMA/comments/1bd82wz/aether_research_releases_cerebrum_7b/
false
false
https://b.thumbs.redditm…VMbVPJzkH2Uo.jpg
1
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Thoughts on Truffle-1?
1
[removed]
2024-03-12T20:30:10
https://www.reddit.com/r/LocalLLaMA/comments/1bd7o6g/thoughts_on_truffle1/
Public_Librarian6616
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bd7o6g
false
null
t3_1bd7o6g
/r/LocalLLaMA/comments/1bd7o6g/thoughts_on_truffle1/
false
false
self
1
null
Did Devin take our job?
20
AI Software engineer is coming for us
2024-03-12T20:25:55
https://i.redd.it/mwgsdne4qync1.jpeg
intensemasterp
i.redd.it
1970-01-01T00:00:00
0
{}
1bd7kf8
false
null
t3_1bd7kf8
/r/LocalLLaMA/comments/1bd7kf8/did_devin_take_our_job/
false
false
https://b.thumbs.redditm…bJ0L9hYnKLEY.jpg
20
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We’ve been automated
1
[removed]
2024-03-12T20:23:03
https://x.com/cognition_labs/status/1767548763134964000?s=46
intensemasterp
x.com
1970-01-01T00:00:00
0
{}
1bd7hvb
false
null
t3_1bd7hvb
/r/LocalLLaMA/comments/1bd7hvb/weve_been_automated/
false
false
https://a.thumbs.redditm…2VSs9LMoeis4.jpg
1
{'enabled': False, 'images': [{'id': 'K06ekQRSkJaUC4sVkILuq1ndA3QpWEKyLDx20GzD7Wo', 'resolutions': [{'height': 60, 'url': 'https://external-preview.redd.it/Flwp2D79w2WftyrN9UBoSjHvZ7wg6IUz2nN7YijLm1U.jpg?width=108&crop=smart&auto=webp&s=ca8f3a3d3391df220d6c3ebbee4f463613d6236e', 'width': 108}, {'height': 121, 'url': 'h...
Building Meta’s GenAI Infrastructure
2
2024-03-12T19:59:29
https://engineering.fb.com/2024/03/12/data-center-engineering/building-metas-genai-infrastructure/
ninjasaid13
engineering.fb.com
1970-01-01T00:00:00
0
{}
1bd6w94
false
null
t3_1bd6w94
/r/LocalLLaMA/comments/1bd6w94/building_metas_genai_infrastructure/
false
false
https://b.thumbs.redditm…4HIjRaDh22CQ.jpg
2
{'enabled': False, 'images': [{'id': '2b6Gw5q8aRCqXXBoFY6bg1Dgye2eNc2Z2rfLm_kzMHk', 'resolutions': [{'height': 77, 'url': 'https://external-preview.redd.it/RIofZo9hGsCJCP30zA84dDZk2lqpL88k4F00DXk229c.jpg?width=108&crop=smart&auto=webp&s=0b3619e62a056e0f30676ba7dc3fe34d1642ce14', 'width': 108}, {'height': 154, 'url': 'h...
Questions about datasets
8
Hey everyone! I have a bunch of GPUs (2x A6000, 2x 3090TI, 4x 3080TI, 4x Intel ARC, 1x A4000, 8x P4) I am looking to train a few of my own Small Language Models from scratch. So far, my biggest hang up is figuring out datasets. How do you guys know what the optimal formatting is for the dataset? How do you differe...
2024-03-12T19:53:34
https://www.reddit.com/r/LocalLLaMA/comments/1bd6qya/questions_about_datasets/
Gohan472
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bd6qya
false
null
t3_1bd6qya
/r/LocalLLaMA/comments/1bd6qya/questions_about_datasets/
false
false
self
8
null
A100 with?
1
[removed]
2024-03-12T19:38:20
https://www.reddit.com/r/LocalLLaMA/comments/1bd6der/a100_with/
Ettaross
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bd6der
false
null
t3_1bd6der
/r/LocalLLaMA/comments/1bd6der/a100_with/
false
false
self
1
null
Is the Samsung S24 AI Phone Gimmicky?
12
What all features are they actually performing on device? Are they actually pulling off something significant (being able to accommodate any large models on the mobile devices)? Also, if they are doing all of it locally, are these models even big enough to pose a trouble in general? Just willing to know your opinions. ...
2024-03-12T19:24:30
https://www.reddit.com/r/LocalLLaMA/comments/1bd60xx/is_the_samsung_s24_ai_phone_gimmicky/
MT1699
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bd60xx
false
null
t3_1bd60xx
/r/LocalLLaMA/comments/1bd60xx/is_the_samsung_s24_ai_phone_gimmicky/
false
false
self
12
null
can someone please tell me the name of a VPN with a geoblocking that works with claud3, so I can data mine it for open-source memory system ideas for our cog arch research called "agentforge"
1
[removed]
2024-03-12T19:01:31
https://www.reddit.com/r/LocalLLaMA/comments/1bd5fuy/can_someone_please_tell_me_the_name_of_a_vpn_with/
Weak-Big-2765
self.LocalLLaMA
1970-01-01T00:00:00
0
{}
1bd5fuy
false
null
t3_1bd5fuy
/r/LocalLLaMA/comments/1bd5fuy/can_someone_please_tell_me_the_name_of_a_vpn_with/
false
false
self
1
{'enabled': False, 'images': [{'id': 'NenmCPQN4wHcg0NlrA3jjJt4kvIxBfq1p1Zi9fanIqk', 'resolutions': [{'height': 54, 'url': 'https://external-preview.redd.it/M9ap5MFYjdRsofS3Soe3mkR3oa5N8MVomOWNvI91tOA.jpg?width=108&crop=smart&auto=webp&s=7e22a3300156dedd530c4671fedd345d73258a8d', 'width': 108}, {'height': 108, 'url': 'h...
LLM Frameworks Dependencies
13
2024-03-12T18:43:49
https://www.reddit.com/gallery/1bd4ynl
ErichHS
reddit.com
1970-01-01T00:00:00
0
{}
1bd4ynl
false
null
t3_1bd4ynl
/r/LocalLLaMA/comments/1bd4ynl/llm_frameworks_dependencies/
false
false
https://b.thumbs.redditm…N-K_qfGAiSZE.jpg
13
null
LLM Frameworks Dependencies
1
&#x200B; https://preview.redd.it/vfwn0pbm6ync1.png?width=1358&format=png&auto=webp&s=f7101588279b3a1680eef5e7f51475e612e075d8 https://preview.redd.it/dp0omm007ync1.png?width=1118&format=png&auto=webp&s=2195be81787e8c3e907fa0fb0aa52d88b3ded4b2 I was analyzing a few popular open-source LLM frameworks, and it's kinda s...
2024-03-12T18:42:39
https://www.reddit.com/r/LocalLLaMA/comments/1bd4xkc/llm_frameworks_dependencies/
ErichHS
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https://b.thumbs.redditm…PEjK5j2BL_Ok.jpg
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Is it possible to use a llama model as an API?
1
i know the title is confusing but hear me out. im cheap af and dont want to pay that much for the openai api fees. i have a strong computer that can run llama with no problems. the question is: is there a way to somehow create an api for a llama model and use it instead of an open ai api? for example, i heard about thi...
2024-03-12T18:40:21
https://www.reddit.com/r/LocalLLaMA/comments/1bd4vgr/is_it_possible_to_use_a_llama_model_as_an_api/
a_normal_user1
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1970-01-01T00:00:00
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LLM Frameworks Dependencies
1
[deleted]
2024-03-12T18:35:33
https://www.reddit.com/gallery/1bd4r7d
ErichHS
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If you want to build your own multi-gpu server, this blog post looks good
16
From two years ago: [https://nonint.com/2022/05/30/my-deep-learning-rig/](https://nonint.com/2022/05/30/my-deep-learning-rig/) Poster than went on to work at OpenAI.
2024-03-12T18:18:28
https://www.reddit.com/r/LocalLLaMA/comments/1bd4bad/if_you_want_to_build_your_own_multigpu_server/
danielcar
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1970-01-01T00:00:00
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16
null
Rats eat Rats
1
2024-03-12T18:04:55
https://x.com/cognition_labs/status/1767548763134964000?s=20
Wonderful-Ad-5952
x.com
1970-01-01T00:00:00
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https://a.thumbs.redditm…2VSs9LMoeis4.jpg
1
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I've found a type of question that appears to be extremely difficult for LLMs, and could be used to build a benchmark
1
Here's an example of this type of question: > What is the largest land animal? If the animal has a horn, answer "The African Elephant". Otherwise, answer "The Cheetah". Do not provide any explanation for your choice. The largest land animal is the African elephant, but the African elephant doesn't have a horn. Theref...
2024-03-12T17:54:47
https://www.reddit.com/r/LocalLLaMA/comments/1bd3p7m/ive_found_a_type_of_question_that_appears_to_be/
-p-e-w-
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1970-01-01T00:00:00
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Steam deck
2
I just broke out my Steam Deck to upgrade its storage, of course after I was done the first thing I did was switch to desktop mode and immediately missed ollama. Anybody know what is the fastest inference solution for Steam Deck? Vllm and awq, I guess?
2024-03-12T17:53:19
https://www.reddit.com/r/LocalLLaMA/comments/1bd3nro/steam_deck/
faldore
self.LocalLLaMA
1970-01-01T00:00:00
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1bd3nro
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Adding NVMe SSDs to Enable and Accelerate 100B Model Fine-tuning on a Single GPU
45
Paper: [https://arxiv.org/abs/2403.06504](https://arxiv.org/abs/2403.06504) Abstract >Recent advances in large language models have brought immense value to the world, with their superior capabilities stemming from the massive number of parameters they utilize. However, even the GPUs with the highest memory capacitie...
2024-03-12T17:50:52
https://www.reddit.com/r/LocalLLaMA/comments/1bd3ljo/adding_nvme_ssds_to_enable_and_accelerate_100b/
ninjasaid13
self.LocalLLaMA
1970-01-01T00:00:00
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/r/LocalLLaMA/comments/1bd3ljo/adding_nvme_ssds_to_enable_and_accelerate_100b/
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self
45
null
StarChat2: A Zephyr recipe for conversational code LLMs
47
Hi all! I'm Hugging Face Chief Llama Officer [👋](https://emojipedia.org/waving-hand) This week I wanna share with you StarChat2. As you probably now, BigCode, an open code ML initiative, recently released The Stack v2 and StarCoder2. StarCoder 2 is a family of models that go up to the 15B model trained on over 4 tril...
2024-03-12T17:49:08
https://www.reddit.com/r/LocalLLaMA/comments/1bd3jxf/starchat2_a_zephyr_recipe_for_conversational_code/
hackerllama
self.LocalLLaMA
1970-01-01T00:00:00
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/r/LocalLLaMA/comments/1bd3jxf/starchat2_a_zephyr_recipe_for_conversational_code/
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self
47
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Are there any good tools/frameworks that chats over SQL db?
4
So it's been a while since i tinkered w/ llm frameworks, and now I'm looking for something that allows me to chat/work over my CRM sqlite db and ideally have reasoning capabilities. What are some newest / reliable tools that enable this? A year ago when I played w/ llm, theres langchain, griptape, haystack, etc, but n...
2024-03-12T17:31:39
https://www.reddit.com/r/LocalLLaMA/comments/1bd33s3/are_there_any_good_toolsframeworks_that_chats/
ancientmtk
self.LocalLLaMA
1970-01-01T00:00:00
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4
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How to download and install claude 3 Ai app in PC
1
2024-03-12T17:07:34
https://youtu.be/cHTRzoq1V9U
getsolutions12
youtu.be
1970-01-01T00:00:00
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{'oembed': {'author_name': 'Get Solutions', 'author_url': 'https://www.youtube.com/@getsulotions', 'height': 200, 'html': '<iframe width="356" height="200" src="https://www.youtube.com/embed/cHTRzoq1V9U?feature=oembed&enablejsapi=1" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyros...
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https://b.thumbs.redditm…UJDiFmtbl3YE.jpg
1
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Truffle-1 - a $1299 inference computer that can run Mixtral 22 tokens/s
204
2024-03-12T17:04:02
https://preorder.itsalltruffles.com/
thomasg_eth
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1970-01-01T00:00:00
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https://a.thumbs.redditm…3wuce5g2ic40.jpg
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Building Meta’s GenAI Infrastructure
25
2024-03-12T16:31:31
https://engineering.fb.com/2024/03/12/data-center-engineering/building-metas-genai-infrastructure/
xopecek790
engineering.fb.com
1970-01-01T00:00:00
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https://b.thumbs.redditm…4HIjRaDh22CQ.jpg
25
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what VPN's are you using to access Claude from Canada
1
People what VPN's are you using to access Claude from Canada, I have important Meta cog research I need to do and i don't want to waste time setting up one that's not gonna give me proper geolocation access (never had to use these things before)
2024-03-12T16:24:17
https://www.reddit.com/r/LocalLLaMA/comments/1bd1dpa/what_vpns_are_you_using_to_access_claude_from/
Weak-Big-2765
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Can't create custom model with ollama. Please help !
1
Hi, i'm new to ollama so does someone can help me with that ? I'm trying to create a custom model by creating a custom ModelFile but when i try to create that model in powershell, i have this error : PS C:\\Users\\KEP IoT> ollama create mario -f Modelfile 2024/03/12 17:11:59 parser.go:73: WARN Unknown command: FROM ...
2024-03-12T16:21:00
https://www.reddit.com/r/LocalLLaMA/comments/1bd1arz/cant_create_custom_model_with_ollama_please_help/
Duj_Hugo
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Gemma finetuning should be much better now
234
Hey there r/LocalLLaMA! If you don't already know, I managed to find 8 bugs in Google's Gemma implementation in multiple repos! This caused finetuning runs to not work correctly. The full list of issues include: 1. Must add <bos> or else losses will be very high. 2. There’s a typo for model in the technical report! 3....
2024-03-12T16:19:03
https://www.reddit.com/r/LocalLLaMA/comments/1bd18y8/gemma_finetuning_should_be_much_better_now/
danielhanchen
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1970-01-01T00:00:00
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{'oembed': {'author_name': 'Daniel Han', 'author_url': 'https://twitter.com/danielhanchen', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Found more bugs for <a href="https://twitter.com/hashtag/Gemma?src=hash&amp;ref_src=twsrc%5Etfw">#Gemma</a>:<br>1. Must a...
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https://a.thumbs.redditm…p3FLZj9wRZT8.jpg
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How to make Gemma finetuning not suck
1
Hey there r/LocalLLaMA! If you don't already know, I managed to find 8 bugs in Google's Gemma implementation in multiple repos! This caused finetuning runs to not work correctly. The full list of issues include: 1. Must add <bos> or else losses will be very high. 2. There’s a typo for model in the technical report! 3....
2024-03-12T16:14:57
https://www.reddit.com/r/LocalLLaMA/comments/1bd156u/how_to_make_gemma_finetuning_not_suck/
danielhanchen
self.LocalLLaMA
1970-01-01T00:00:00
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{}
1bd156u
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{'oembed': {'author_name': 'Daniel Han', 'author_url': 'https://twitter.com/danielhanchen', 'cache_age': 3153600000, 'height': None, 'html': '<blockquote class="twitter-video"><p lang="en" dir="ltr">Found more bugs for <a href="https://twitter.com/hashtag/Gemma?src=hash&amp;ref_src=twsrc%5Etfw">#Gemma</a>:<br>1. Must a...
t3_1bd156u
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default
1
{'enabled': False, 'images': [{'id': 'nkhh65ujo5BznFJFojoMPaKjGuLSpPj6KGhRov-ykOg', 'resolutions': [{'height': 108, 'url': 'https://external-preview.redd.it/0-fRWqjlLadVXj5pfYp4_Oe3xgBWE-_rdjVSn7hlohI.jpg?width=108&crop=smart&auto=webp&s=f34d2dfdbbfa7de0f1956f186fd8430ee96a1a55', 'width': 108}, {'height': 216, 'url': '...